2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.NE2023
Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Nicholas Matsumoto, Anil Kumar Saini, Pedro Ribeiro +7
In many evolutionary computation systems, parent selection methods can affect, among other things, convergence to a solution. In this paper, we present a study comparing the role o…
cs.LG2022★ 2 cited
Benchmarking AutoML algorithms on a collection of synthetic classification problems
Pedro Henrique Ribeiro, Patryk Orzechowski, Joost Wagenaar +1
Automated machine learning (AutoML) algorithms have grown in popularity due to their high performance and flexibility to adapt to different problems and data sets. With the increas…